Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 205 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 40.2 KiB |
| Average record size in memory | 200.6 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 10 |
etat_de_route is highly overall correlated with empattement and 2 other fields | High correlation |
empattement is highly overall correlated with etat_de_route and 11 other fields | High correlation |
longueur_voiture is highly overall correlated with empattement and 9 other fields | High correlation |
largeur_voiture is highly overall correlated with empattement and 10 other fields | High correlation |
hauteur_voiture is highly overall correlated with etat_de_route and 3 other fields | High correlation |
poids_vehicule is highly overall correlated with empattement and 8 other fields | High correlation |
taille_moteur is highly overall correlated with empattement and 12 other fields | High correlation |
taux_alésage is highly overall correlated with empattement and 9 other fields | High correlation |
course is highly overall correlated with marque_de_voiture and 1 other fields | High correlation |
taux_compression is highly overall correlated with carburant and 3 other fields | High correlation |
chevaux is highly overall correlated with empattement and 11 other fields | High correlation |
tour_moteur is highly overall correlated with carburant | High correlation |
consommation_ville is highly overall correlated with longueur_voiture and 7 other fields | High correlation |
consommation_autoroute is highly overall correlated with empattement and 9 other fields | High correlation |
prix is highly overall correlated with empattement and 8 other fields | High correlation |
marque_de_voiture is highly overall correlated with empattement and 9 other fields | High correlation |
carburant is highly overall correlated with taux_compression and 2 other fields | High correlation |
turbo is highly overall correlated with taux_compression and 1 other fields | High correlation |
nombre_portes is highly overall correlated with etat_de_route and 2 other fields | High correlation |
type_vehicule is highly overall correlated with nombre_portes | High correlation |
transmission is highly overall correlated with marque_de_voiture | High correlation |
emplacement_moteur is highly overall correlated with empattement and 4 other fields | High correlation |
type_moteur is highly overall correlated with taille_moteur and 3 other fields | High correlation |
nombre_cylindres is highly overall correlated with largeur_voiture and 6 other fields | High correlation |
systeme_carburant is highly overall correlated with taux_compression and 3 other fields | High correlation |
carburant is highly imbalanced (53.9%) | Imbalance |
emplacement_moteur is highly imbalanced (89.0%) | Imbalance |
nombre_cylindres is highly imbalanced (57.6%) | Imbalance |
etat_de_route has 67 (32.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-28 12:45:01.239541 |
|---|---|
| Analysis finished | 2023-04-28 12:45:35.509888 |
| Duration | 34.27 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
etat_de_route
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83414634 |
| Minimum | -2 |
|---|---|
| Maximum | 3 |
| Zeros | 67 |
| Zeros (%) | 32.7% |
| Negative | 25 |
| Negative (%) | 12.2% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2453068 |
|---|---|
| Coefficient of variation (CV) | 1.4929117 |
| Kurtosis | -0.67627136 |
| Mean | 0.83414634 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.21107227 |
| Sum | 171 |
| Variance | 1.5507891 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 67 | |
| 1 | 54 | |
| 2 | 32 | |
| 3 | 27 | |
| -1 | 22 | 10.7% |
| -2 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| -2 | 3 | 1.5% |
| -1 | 22 | 10.7% |
| 0 | 67 | |
| 1 | 54 | |
| 2 | 32 | |
| 3 | 27 |
| Value | Count | Frequency (%) |
| 3 | 27 | |
| 2 | 32 | |
| 1 | 54 | |
| 0 | 67 | |
| -1 | 22 | 10.7% |
| -2 | 3 | 1.5% |
marque_de_voiture
Categorical
| Distinct | 22 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| toyota | |
|---|---|
| nissan | |
| mazda | |
| mitsubishi | |
| honda | |
| Other values (17) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 6.2195122 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1275 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | alfa-romero |
|---|---|
| 2nd row | alfa-romero |
| 3rd row | alfa-romero |
| 4th row | audi |
| 5th row | audi |
Common Values
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 8.8% |
| mazda | 17 | 8.3% |
| mitsubishi | 13 | 6.3% |
| honda | 13 | 6.3% |
| volkswagen | 12 | 5.9% |
| subaru | 12 | 5.9% |
| peugeot | 11 | 5.4% |
| volvo | 11 | 5.4% |
| dodge | 9 | 4.4% |
| Other values (12) | 57 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 8.8% |
| mazda | 17 | 8.3% |
| mitsubishi | 13 | 6.3% |
| honda | 13 | 6.3% |
| volkswagen | 12 | 5.9% |
| subaru | 12 | 5.9% |
| peugeot | 11 | 5.4% |
| volvo | 11 | 5.4% |
| dodge | 9 | 4.4% |
| Other values (12) | 57 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 154 | |
| o | 152 | 11.9% |
| s | 101 | 7.9% |
| t | 100 | 7.8% |
| u | 84 | 6.6% |
| i | 76 | 6.0% |
| n | 63 | 4.9% |
| e | 60 | 4.7% |
| d | 55 | 4.3% |
| m | 49 | 3.8% |
| Other values (15) | 381 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1272 | |
| Dash Punctuation | 3 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 154 | |
| o | 152 | |
| s | 101 | 7.9% |
| t | 100 | 7.9% |
| u | 84 | 6.6% |
| i | 76 | 6.0% |
| n | 63 | 5.0% |
| e | 60 | 4.7% |
| d | 55 | 4.3% |
| m | 49 | 3.9% |
| Other values (14) | 378 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1272 | |
| Common | 3 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 154 | |
| o | 152 | |
| s | 101 | 7.9% |
| t | 100 | 7.9% |
| u | 84 | 6.6% |
| i | 76 | 6.0% |
| n | 63 | 5.0% |
| e | 60 | 4.7% |
| d | 55 | 4.3% |
| m | 49 | 3.9% |
| Other values (14) | 378 |
Common
| Value | Count | Frequency (%) |
| - | 3 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1275 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 154 | |
| o | 152 | 11.9% |
| s | 101 | 7.9% |
| t | 100 | 7.8% |
| u | 84 | 6.6% |
| i | 76 | 6.0% |
| n | 63 | 4.9% |
| e | 60 | 4.7% |
| d | 55 | 4.3% |
| m | 49 | 3.8% |
| Other values (15) | 381 |
carburant
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| gas | |
|---|---|
| diesel |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.2926829 |
| Min length | 3 |
Characters and Unicode
| Total characters | 675 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | gas |
|---|---|
| 2nd row | gas |
| 3rd row | gas |
| 4th row | gas |
| 5th row | gas |
Common Values
| Value | Count | Frequency (%) |
| gas | 185 | |
| diesel | 20 | 9.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| gas | 185 | |
| diesel | 20 | 9.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 205 | |
| g | 185 | |
| a | 185 | |
| e | 40 | 5.9% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 675 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 205 | |
| g | 185 | |
| a | 185 | |
| e | 40 | 5.9% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 675 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 205 | |
| g | 185 | |
| a | 185 | |
| e | 40 | 5.9% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 675 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 205 | |
| g | 185 | |
| a | 185 | |
| e | 40 | 5.9% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
turbo
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| std | |
|---|---|
| turbo |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.3609756 |
| Min length | 3 |
Characters and Unicode
| Total characters | 689 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | std |
|---|---|
| 2nd row | std |
| 3rd row | std |
| 4th row | std |
| 5th row | std |
Common Values
| Value | Count | Frequency (%) |
| std | 168 | |
| turbo | 37 | 18.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| std | 168 | |
| turbo | 37 | 18.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 205 | |
| s | 168 | |
| d | 168 | |
| u | 37 | 5.4% |
| r | 37 | 5.4% |
| b | 37 | 5.4% |
| o | 37 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 689 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 205 | |
| s | 168 | |
| d | 168 | |
| u | 37 | 5.4% |
| r | 37 | 5.4% |
| b | 37 | 5.4% |
| o | 37 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 689 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 205 | |
| s | 168 | |
| d | 168 | |
| u | 37 | 5.4% |
| r | 37 | 5.4% |
| b | 37 | 5.4% |
| o | 37 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 689 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 205 | |
| s | 168 | |
| d | 168 | |
| u | 37 | 5.4% |
| r | 37 | 5.4% |
| b | 37 | 5.4% |
| o | 37 | 5.4% |
nombre_portes
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| four | |
|---|---|
| two |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5609756 |
| Min length | 3 |
Characters and Unicode
| Total characters | 730 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | two |
|---|---|
| 2nd row | two |
| 3rd row | two |
| 4th row | four |
| 5th row | four |
Common Values
| Value | Count | Frequency (%) |
| four | 115 | |
| two | 90 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 115 | |
| two | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 205 | |
| f | 115 | |
| u | 115 | |
| r | 115 | |
| t | 90 | |
| w | 90 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 730 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 205 | |
| f | 115 | |
| u | 115 | |
| r | 115 | |
| t | 90 | |
| w | 90 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 730 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 205 | |
| f | 115 | |
| u | 115 | |
| r | 115 | |
| t | 90 | |
| w | 90 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 730 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 205 | |
| f | 115 | |
| u | 115 | |
| r | 115 | |
| t | 90 | |
| w | 90 |
type_vehicule
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| sedan | |
|---|---|
| hatchback | |
| wagon | |
| hardtop | 8 |
| convertible | 6 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 6.6195122 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1357 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | convertible |
|---|---|
| 2nd row | convertible |
| 3rd row | hatchback |
| 4th row | sedan |
| 5th row | sedan |
Common Values
| Value | Count | Frequency (%) |
| sedan | 96 | |
| hatchback | 70 | |
| wagon | 25 | 12.2% |
| hardtop | 8 | 3.9% |
| convertible | 6 | 2.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sedan | 96 | |
| hatchback | 70 | |
| wagon | 25 | 12.2% |
| hardtop | 8 | 3.9% |
| convertible | 6 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 269 | |
| h | 148 | |
| c | 146 | |
| n | 127 | |
| e | 108 | |
| d | 104 | 7.7% |
| s | 96 | 7.1% |
| t | 84 | 6.2% |
| b | 76 | 5.6% |
| k | 70 | 5.2% |
| Other values (8) | 129 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1357 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 269 | |
| h | 148 | |
| c | 146 | |
| n | 127 | |
| e | 108 | |
| d | 104 | 7.7% |
| s | 96 | 7.1% |
| t | 84 | 6.2% |
| b | 76 | 5.6% |
| k | 70 | 5.2% |
| Other values (8) | 129 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1357 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 269 | |
| h | 148 | |
| c | 146 | |
| n | 127 | |
| e | 108 | |
| d | 104 | 7.7% |
| s | 96 | 7.1% |
| t | 84 | 6.2% |
| b | 76 | 5.6% |
| k | 70 | 5.2% |
| Other values (8) | 129 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1357 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 269 | |
| h | 148 | |
| c | 146 | |
| n | 127 | |
| e | 108 | |
| d | 104 | 7.7% |
| s | 96 | 7.1% |
| t | 84 | 6.2% |
| b | 76 | 5.6% |
| k | 70 | 5.2% |
| Other values (8) | 129 |
transmission
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| fwd | |
|---|---|
| rwd | |
| 4wd | 9 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 615 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | rwd |
|---|---|
| 2nd row | rwd |
| 3rd row | rwd |
| 4th row | fwd |
| 5th row | 4wd |
Common Values
| Value | Count | Frequency (%) |
| fwd | 120 | |
| rwd | 76 | |
| 4wd | 9 | 4.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fwd | 120 | |
| rwd | 76 | |
| 4wd | 9 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| w | 205 | |
| d | 205 | |
| f | 120 | |
| r | 76 | 12.4% |
| 4 | 9 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 606 | |
| Decimal Number | 9 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| w | 205 | |
| d | 205 | |
| f | 120 | |
| r | 76 | 12.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 606 | |
| Common | 9 | 1.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| w | 205 | |
| d | 205 | |
| f | 120 | |
| r | 76 | 12.5% |
Common
| Value | Count | Frequency (%) |
| 4 | 9 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 615 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| w | 205 | |
| d | 205 | |
| f | 120 | |
| r | 76 | 12.4% |
| 4 | 9 | 1.5% |
emplacement_moteur
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| front | |
|---|---|
| rear | 3 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9853659 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1022 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | front |
|---|---|
| 2nd row | front |
| 3rd row | front |
| 4th row | front |
| 5th row | front |
Common Values
| Value | Count | Frequency (%) |
| front | 202 | |
| rear | 3 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| front | 202 | |
| rear | 3 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 208 | |
| f | 202 | |
| o | 202 | |
| n | 202 | |
| t | 202 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1022 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 208 | |
| f | 202 | |
| o | 202 | |
| n | 202 | |
| t | 202 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1022 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 208 | |
| f | 202 | |
| o | 202 | |
| n | 202 | |
| t | 202 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1022 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 208 | |
| f | 202 | |
| o | 202 | |
| n | 202 | |
| t | 202 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
empattement
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250.84173 |
| Minimum | 219.964 |
|---|---|
| Maximum | 307.086 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 219.964 |
|---|---|
| 5-th percentile | 236.2708 |
| Q1 | 240.03 |
| median | 246.38 |
| Q3 | 260.096 |
| 95-th percentile | 279.4 |
| Maximum | 307.086 |
| Range | 87.122 |
| Interquartile range (IQR) | 20.066 |
Descriptive statistics
| Standard deviation | 15.29531 |
|---|---|
| Coefficient of variation (CV) | 0.060975941 |
| Kurtosis | 1.0170389 |
| Mean | 250.84173 |
| Median Absolute Deviation (MAD) | 6.858 |
| Skewness | 1.0502138 |
| Sum | 51422.554 |
| Variance | 233.94652 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 240.03 | 21 | 10.2% |
| 237.998 | 20 | 9.8% |
| 243.078 | 13 | 6.3% |
| 245.11 | 8 | 3.9% |
| 247.142 | 7 | 3.4% |
| 249.936 | 7 | 3.4% |
| 264.922 | 6 | 2.9% |
| 255.016 | 6 | 2.9% |
| 274.066 | 6 | 2.9% |
| 250.952 | 6 | 2.9% |
| Other values (43) | 105 |
| Value | Count | Frequency (%) |
| 219.964 | 2 | 1.0% |
| 224.536 | 1 | 0.5% |
| 225.044 | 2 | 1.0% |
| 227.33 | 3 | 1.5% |
| 231.902 | 2 | 1.0% |
| 236.22 | 1 | 0.5% |
| 236.474 | 5 | 2.4% |
| 236.982 | 1 | 0.5% |
| 237.998 | 20 | |
| 239.522 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 307.086 | 1 | 0.5% |
| 293.624 | 2 | 1.0% |
| 290.068 | 4 | |
| 287.02 | 2 | 1.0% |
| 284.48 | 1 | 0.5% |
| 279.4 | 3 | |
| 277.114 | 5 | |
| 274.32 | 1 | 0.5% |
| 274.066 | 6 | |
| 271.018 | 1 | 0.5% |
longueur_voiture
Real number (ℝ)
| Distinct | 75 |
|---|---|
| Distinct (%) | 36.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 442.08514 |
| Minimum | 358.394 |
|---|---|
| Maximum | 528.574 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 358.394 |
|---|---|
| 5-th percentile | 399.1356 |
| Q1 | 422.402 |
| median | 439.928 |
| Q3 | 465.074 |
| 95-th percentile | 498.7544 |
| Maximum | 528.574 |
| Range | 170.18 |
| Interquartile range (IQR) | 42.672 |
Descriptive statistics
| Standard deviation | 31.336713 |
|---|---|
| Coefficient of variation (CV) | 0.070883886 |
| Kurtosis | -0.082894853 |
| Mean | 442.08514 |
| Median Absolute Deviation (MAD) | 17.526 |
| Skewness | 0.15595377 |
| Sum | 90627.454 |
| Variance | 981.98957 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 399.542 | 15 | 7.3% |
| 479.552 | 11 | 5.4% |
| 436.118 | 7 | 3.4% |
| 474.218 | 7 | 3.4% |
| 422.402 | 7 | 3.4% |
| 419.862 | 6 | 2.9% |
| 451.612 | 6 | 2.9% |
| 447.548 | 6 | 2.9% |
| 473.964 | 6 | 2.9% |
| 436.88 | 5 | 2.4% |
| Other values (65) | 129 |
| Value | Count | Frequency (%) |
| 358.394 | 1 | 0.5% |
| 367.284 | 2 | 1.0% |
| 381 | 3 | 1.5% |
| 395.986 | 3 | 1.5% |
| 398.526 | 1 | 0.5% |
| 399.034 | 1 | 0.5% |
| 399.542 | 15 | |
| 401.066 | 1 | 0.5% |
| 403.098 | 3 | 1.5% |
| 403.352 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 528.574 | 1 | 0.5% |
| 514.604 | 2 | |
| 506.984 | 2 | |
| 505.968 | 1 | 0.5% |
| 505.206 | 4 | |
| 500.38 | 1 | 0.5% |
| 492.252 | 1 | 0.5% |
| 489.458 | 3 | |
| 486.918 | 1 | 0.5% |
| 484.886 | 2 |
largeur_voiture
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167.40582 |
| Minimum | 153.162 |
|---|---|
| Maximum | 183.642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 153.162 |
|---|---|
| 5-th percentile | 161.544 |
| Q1 | 162.814 |
| median | 166.37 |
| Q3 | 169.926 |
| 95-th percentile | 178.9684 |
| Maximum | 183.642 |
| Range | 30.48 |
| Interquartile range (IQR) | 7.112 |
Descriptive statistics
| Standard deviation | 5.4488178 |
|---|---|
| Coefficient of variation (CV) | 0.032548556 |
| Kurtosis | 0.70276424 |
| Mean | 167.40582 |
| Median Absolute Deviation (MAD) | 3.556 |
| Skewness | 0.9040035 |
| Sum | 34318.194 |
| Variance | 29.689615 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 162.052 | 24 | 11.7% |
| 168.91 | 23 | 11.2% |
| 166.116 | 15 | 7.3% |
| 161.544 | 11 | 5.4% |
| 163.576 | 10 | 4.9% |
| 173.736 | 10 | 4.9% |
| 162.56 | 9 | 4.4% |
| 166.37 | 8 | 3.9% |
| 165.608 | 7 | 3.4% |
| 163.068 | 6 | 2.9% |
| Other values (34) | 82 |
| Value | Count | Frequency (%) |
| 153.162 | 1 | 0.5% |
| 156.972 | 1 | 0.5% |
| 158.75 | 1 | 0.5% |
| 161.036 | 1 | 0.5% |
| 161.544 | 11 | |
| 162.052 | 24 | |
| 162.306 | 3 | 1.5% |
| 162.56 | 9 | 4.4% |
| 162.814 | 2 | 1.0% |
| 163.068 | 6 | 2.9% |
| Value | Count | Frequency (%) |
| 183.642 | 1 | 0.5% |
| 182.88 | 1 | 0.5% |
| 182.118 | 3 | |
| 181.356 | 3 | |
| 180.086 | 1 | 0.5% |
| 179.324 | 1 | 0.5% |
| 179.07 | 1 | 0.5% |
| 178.562 | 3 | |
| 176.784 | 2 | |
| 175.006 | 4 |
hauteur_voiture
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 23.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.46119 |
| Minimum | 121.412 |
|---|---|
| Maximum | 151.892 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 121.412 |
|---|---|
| 5-th percentile | 126.238 |
| Q1 | 132.08 |
| median | 137.414 |
| Q3 | 140.97 |
| 95-th percentile | 146.05 |
| Maximum | 151.892 |
| Range | 30.48 |
| Interquartile range (IQR) | 8.89 |
Descriptive statistics
| Standard deviation | 6.2065458 |
|---|---|
| Coefficient of variation (CV) | 0.045482132 |
| Kurtosis | -0.44381237 |
| Mean | 136.46119 |
| Median Absolute Deviation (MAD) | 4.064 |
| Skewness | 0.063122732 |
| Sum | 27974.544 |
| Variance | 38.521211 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 129.032 | 14 | 6.8% |
| 132.08 | 12 | 5.9% |
| 141.478 | 12 | 5.9% |
| 137.414 | 10 | 4.9% |
| 138.43 | 10 | 4.9% |
| 140.97 | 9 | 4.4% |
| 144.018 | 8 | 3.9% |
| 137.922 | 8 | 3.9% |
| 133.604 | 7 | 3.4% |
| 142.494 | 7 | 3.4% |
| Other values (39) | 108 |
| Value | Count | Frequency (%) |
| 121.412 | 1 | 0.5% |
| 123.952 | 2 | 1.0% |
| 125.476 | 2 | 1.0% |
| 125.984 | 4 | 2.0% |
| 126.238 | 3 | 1.5% |
| 127.508 | 6 | |
| 128.27 | 2 | 1.0% |
| 128.524 | 5 | 2.4% |
| 129.032 | 14 | |
| 129.54 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 151.892 | 2 | 1.0% |
| 150.114 | 3 | 1.5% |
| 149.098 | 4 | |
| 148.082 | 1 | 0.5% |
| 146.05 | 3 | 1.5% |
| 144.018 | 8 | |
| 143.51 | 2 | 1.0% |
| 143.002 | 2 | 1.0% |
| 142.748 | 3 | 1.5% |
| 142.494 | 7 |
poids_vehicule
Real number (ℝ)
| Distinct | 171 |
|---|---|
| Distinct (%) | 83.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1159.1842 |
| Minimum | 674.9449 |
|---|---|
| Maximum | 1844.3051 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 674.9449 |
|---|---|
| 5-th percentile | 862.27839 |
| Q1 | 972.95484 |
| median | 1094.9711 |
| Q3 | 1331.2925 |
| 95-th percentile | 1588.9328 |
| Maximum | 1844.3051 |
| Range | 1169.3602 |
| Interquartile range (IQR) | 358.33768 |
Descriptive statistics
| Standard deviation | 236.17637 |
|---|---|
| Coefficient of variation (CV) | 0.20374361 |
| Kurtosis | -0.042853766 |
| Mean | 1159.1842 |
| Median Absolute Deviation (MAD) | 175.08651 |
| Skewness | 0.68139819 |
| Sum | 237632.77 |
| Variance | 55779.28 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1081.81692 | 4 | 2.0% |
| 869.989456 | 3 | 1.5% |
| 1031.9218 | 3 | 1.5% |
| 902.194488 | 3 | 1.5% |
| 1093.15672 | 2 | 1.0% |
| 993.820072 | 2 | 1.0% |
| 1149.85572 | 2 | 1.0% |
| 918.070208 | 2 | 1.0% |
| 1094.971088 | 2 | 1.0% |
| 1844.305072 | 2 | 1.0% |
| Other values (161) | 180 |
| Value | Count | Frequency (%) |
| 674.944896 | 1 | |
| 777.003096 | 1 | |
| 825.083848 | 1 | |
| 833.248504 | 1 | |
| 850.031408 | 2 | |
| 850.938592 | 2 | |
| 856.835288 | 1 | |
| 857.28888 | 1 | |
| 861.8248 | 1 | |
| 864.09276 | 1 |
| Value | Count | Frequency (%) |
| 1844.305072 | 2 | |
| 1791.6884 | 1 | |
| 1769.0088 | 1 | |
| 1710.04184 | 1 | |
| 1700.97 | 1 | |
| 1696.43408 | 1 | |
| 1685.09428 | 1 | |
| 1671.48652 | 1 | |
| 1594.37588 | 1 | |
| 1589.83996 | 1 |
type_moteur
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| ohc | |
|---|---|
| ohcf | |
| ohcv | 13 |
| dohc | 12 |
| l | 12 |
| Other values (2) | 5 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.1268293 |
| Min length | 1 |
Characters and Unicode
| Total characters | 641 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | dohc |
|---|---|
| 2nd row | dohc |
| 3rd row | ohcv |
| 4th row | ohc |
| 5th row | ohc |
Common Values
| Value | Count | Frequency (%) |
| ohc | 148 | |
| ohcf | 15 | 7.3% |
| ohcv | 13 | 6.3% |
| dohc | 12 | 5.9% |
| l | 12 | 5.9% |
| rotor | 4 | 2.0% |
| dohcv | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ohc | 148 | |
| ohcf | 15 | 7.3% |
| ohcv | 13 | 6.3% |
| dohc | 12 | 5.9% |
| l | 12 | 5.9% |
| rotor | 4 | 2.0% |
| dohcv | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 197 | |
| h | 189 | |
| c | 189 | |
| f | 15 | 2.3% |
| v | 14 | 2.2% |
| d | 13 | 2.0% |
| l | 12 | 1.9% |
| r | 8 | 1.2% |
| t | 4 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 641 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 197 | |
| h | 189 | |
| c | 189 | |
| f | 15 | 2.3% |
| v | 14 | 2.2% |
| d | 13 | 2.0% |
| l | 12 | 1.9% |
| r | 8 | 1.2% |
| t | 4 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 641 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 197 | |
| h | 189 | |
| c | 189 | |
| f | 15 | 2.3% |
| v | 14 | 2.2% |
| d | 13 | 2.0% |
| l | 12 | 1.9% |
| r | 8 | 1.2% |
| t | 4 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 641 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 197 | |
| h | 189 | |
| c | 189 | |
| f | 15 | 2.3% |
| v | 14 | 2.2% |
| d | 13 | 2.0% |
| l | 12 | 1.9% |
| r | 8 | 1.2% |
| t | 4 | 0.6% |
nombre_cylindres
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| four | |
|---|---|
| six | |
| five | 11 |
| eight | 5 |
| two | 4 |
| Other values (2) | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.902439 |
| Min length | 3 |
Characters and Unicode
| Total characters | 800 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | four |
|---|---|
| 2nd row | four |
| 3rd row | six |
| 4th row | four |
| 5th row | five |
Common Values
| Value | Count | Frequency (%) |
| four | 159 | |
| six | 24 | 11.7% |
| five | 11 | 5.4% |
| eight | 5 | 2.4% |
| two | 4 | 2.0% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 159 | |
| six | 24 | 11.7% |
| five | 11 | 5.4% |
| eight | 5 | 2.4% |
| two | 4 | 2.0% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 170 | |
| o | 163 | |
| r | 160 | |
| u | 159 | |
| i | 40 | 5.0% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 800 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 170 | |
| o | 163 | |
| r | 160 | |
| u | 159 | |
| i | 40 | 5.0% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 800 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 170 | |
| o | 163 | |
| r | 160 | |
| u | 159 | |
| i | 40 | 5.0% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 170 | |
| o | 163 | |
| r | 160 | |
| u | 159 | |
| i | 40 | 5.0% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
taille_moteur
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2079.6383 |
| Minimum | 999.6109 |
|---|---|
| Maximum | 5342.1829 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 999.6109 |
|---|---|
| 5-th percentile | 1474.8358 |
| Q1 | 1589.5452 |
| median | 1966.4477 |
| Q3 | 2310.576 |
| 95-th percentile | 3297.0773 |
| Maximum | 5342.1829 |
| Range | 4342.572 |
| Interquartile range (IQR) | 721.03082 |
Descriptive statistics
| Standard deviation | 682.40148 |
|---|---|
| Coefficient of variation (CV) | 0.32813469 |
| Kurtosis | 5.3056821 |
| Mean | 2079.6383 |
| Median Absolute Deviation (MAD) | 376.90247 |
| Skewness | 1.947655 |
| Sum | 426325.86 |
| Variance | 465671.78 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 1999.221808 | 15 | 7.3% |
| 1507.609888 | 15 | 7.3% |
| 1589.545208 | 14 | 6.8% |
| 1605.932272 | 14 | 6.8% |
| 1769.802912 | 13 | 6.3% |
| 1474.83576 | 12 | 5.9% |
| 1802.57704 | 12 | 5.9% |
| 1786.189976 | 8 | 3.9% |
| 1966.44768 | 7 | 3.4% |
| 2310.576024 | 7 | 3.4% |
| Other values (34) | 88 |
| Value | Count | Frequency (%) |
| 999.610904 | 1 | 0.5% |
| 1147.09448 | 3 | 1.5% |
| 1294.578056 | 1 | 0.5% |
| 1310.96512 | 1 | 0.5% |
| 1474.83576 | 12 | |
| 1491.222824 | 5 | 2.4% |
| 1507.609888 | 15 | |
| 1589.545208 | 14 | |
| 1605.932272 | 14 | |
| 1687.867592 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 5342.182864 | 1 | 0.5% |
| 5047.215712 | 1 | 0.5% |
| 4981.667456 | 1 | 0.5% |
| 4227.862512 | 2 | 1.0% |
| 3834.572976 | 2 | 1.0% |
| 3424.896376 | 3 | |
| 3326.573992 | 1 | 0.5% |
| 3179.090416 | 3 | |
| 2998.832712 | 4 | |
| 2966.058584 | 6 |
systeme_carburant
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| mpfi | |
|---|---|
| 2bbl | |
| idi | |
| 1bbl | |
| spdi | 9 |
| Other values (3) | 5 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.897561 |
| Min length | 3 |
Characters and Unicode
| Total characters | 799 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | mpfi |
|---|---|
| 2nd row | mpfi |
| 3rd row | mpfi |
| 4th row | mpfi |
| 5th row | mpfi |
Common Values
| Value | Count | Frequency (%) |
| mpfi | 94 | |
| 2bbl | 66 | |
| idi | 20 | 9.8% |
| 1bbl | 11 | 5.4% |
| spdi | 9 | 4.4% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mpfi | 94 | |
| 2bbl | 66 | |
| idi | 20 | 9.8% |
| 1bbl | 11 | 5.4% |
| spdi | 9 | 4.4% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 160 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 80 | |
| 2 | 66 | |
| d | 29 | 3.6% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 719 | |
| Decimal Number | 80 | 10.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 160 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 80 | |
| d | 29 | 4.0% |
| s | 10 | 1.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 66 | |
| 1 | 11 | 13.8% |
| 4 | 3 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 719 | |
| Common | 80 | 10.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 160 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 80 | |
| d | 29 | 4.0% |
| s | 10 | 1.4% |
Common
| Value | Count | Frequency (%) |
| 2 | 66 | |
| 1 | 11 | 13.8% |
| 4 | 3 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 160 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 80 | |
| 2 | 66 | |
| d | 29 | 3.6% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
taux_alésage
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.575805 |
| Minimum | 64.516 |
|---|---|
| Maximum | 100.076 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 64.516 |
|---|---|
| 5-th percentile | 75.438 |
| Q1 | 80.01 |
| median | 84.074 |
| Q3 | 90.932 |
| 95-th percentile | 96.012 |
| Maximum | 100.076 |
| Range | 35.56 |
| Interquartile range (IQR) | 10.922 |
Descriptive statistics
| Standard deviation | 6.8794301 |
|---|---|
| Coefficient of variation (CV) | 0.081340404 |
| Kurtosis | -0.78504183 |
| Mean | 84.575805 |
| Median Absolute Deviation (MAD) | 6.604 |
| Skewness | 0.020156418 |
| Sum | 17338.04 |
| Variance | 47.326559 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 91.948 | 23 | 11.2% |
| 81.026 | 20 | 9.8% |
| 80.01 | 15 | 7.3% |
| 76.962 | 12 | 5.9% |
| 75.438 | 12 | 5.9% |
| 87.884 | 9 | 4.4% |
| 84.074 | 8 | 3.9% |
| 87.122 | 8 | 3.9% |
| 96.012 | 8 | 3.9% |
| 83.058 | 7 | 3.4% |
| Other values (28) | 83 |
| Value | Count | Frequency (%) |
| 64.516 | 1 | 0.5% |
| 68.072 | 1 | 0.5% |
| 73.914 | 7 | |
| 74.168 | 1 | 0.5% |
| 75.438 | 12 | |
| 75.946 | 1 | 0.5% |
| 76.454 | 5 | |
| 76.962 | 12 | |
| 77.47 | 6 | |
| 78.232 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 100.076 | 2 | 1.0% |
| 96.52 | 2 | 1.0% |
| 96.012 | 8 | 3.9% |
| 95.504 | 1 | 0.5% |
| 94.996 | 3 | 1.5% |
| 93.98 | 5 | 2.4% |
| 92.202 | 2 | 1.0% |
| 91.948 | 23 | |
| 91.694 | 1 | 0.5% |
| 91.44 | 1 | 0.5% |
course
Real number (ℝ)
| Distinct | 37 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.687532 |
| Minimum | 52.578 |
|---|---|
| Maximum | 105.918 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 52.578 |
|---|---|
| 5-th percentile | 67.056 |
| Q1 | 78.994 |
| median | 83.566 |
| Q3 | 86.614 |
| 95-th percentile | 92.456 |
| Maximum | 105.918 |
| Range | 53.34 |
| Interquartile range (IQR) | 7.62 |
Descriptive statistics
| Standard deviation | 7.9653641 |
|---|---|
| Coefficient of variation (CV) | 0.096330898 |
| Kurtosis | 2.1743964 |
| Mean | 82.687532 |
| Median Absolute Deviation (MAD) | 3.556 |
| Skewness | -0.68970458 |
| Sum | 16950.944 |
| Variance | 63.447026 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 86.36 | 20 | 9.8% |
| 82.042 | 14 | 6.8% |
| 80.01 | 14 | 6.8% |
| 76.962 | 14 | 6.8% |
| 86.106 | 13 | 6.3% |
| 67.056 | 11 | 5.4% |
| 83.566 | 9 | 4.4% |
| 85.09 | 9 | 4.4% |
| 87.884 | 8 | 3.9% |
| 78.994 | 6 | 2.9% |
| Other values (27) | 87 |
| Value | Count | Frequency (%) |
| 52.578 | 1 | 0.5% |
| 55.626 | 2 | 1.0% |
| 59.944 | 1 | 0.5% |
| 67.056 | 11 | |
| 68.072 | 2 | 1.0% |
| 70.104 | 1 | 0.5% |
| 71.12 | 2 | 1.0% |
| 72.898 | 1 | 0.5% |
| 73.66 | 3 | 1.5% |
| 76.962 | 14 |
| Value | Count | Frequency (%) |
| 105.918 | 2 | 1.0% |
| 99.06 | 3 | 1.5% |
| 98.044 | 4 | |
| 92.456 | 5 | |
| 90.932 | 6 | |
| 89.916 | 4 | |
| 89.408 | 5 | |
| 88.9 | 6 | |
| 88.138 | 4 | |
| 87.884 | 8 |
taux_compression
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.142537 |
| Minimum | 7 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 8.6 |
| median | 9 |
| Q3 | 9.4 |
| 95-th percentile | 21.82 |
| Maximum | 23 |
| Range | 16 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 3.9720403 |
|---|---|
| Coefficient of variation (CV) | 0.39162199 |
| Kurtosis | 5.2330543 |
| Mean | 10.142537 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.6108625 |
| Sum | 2079.22 |
| Variance | 15.777104 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 9 | 46 | |
| 9.4 | 26 | |
| 8.5 | 14 | 6.8% |
| 9.5 | 13 | 6.3% |
| 9.3 | 11 | 5.4% |
| 8.7 | 9 | 4.4% |
| 8 | 8 | 3.9% |
| 9.2 | 8 | 3.9% |
| 7 | 7 | 3.4% |
| 8.6 | 5 | 2.4% |
| Other values (22) | 58 |
| Value | Count | Frequency (%) |
| 7 | 7 | |
| 7.5 | 5 | 2.4% |
| 7.6 | 4 | 2.0% |
| 7.7 | 2 | 1.0% |
| 7.8 | 1 | 0.5% |
| 8 | 8 | |
| 8.1 | 2 | 1.0% |
| 8.3 | 3 | 1.5% |
| 8.4 | 5 | 2.4% |
| 8.5 | 14 |
| Value | Count | Frequency (%) |
| 23 | 5 | |
| 22.7 | 1 | 0.5% |
| 22.5 | 3 | |
| 22 | 1 | 0.5% |
| 21.9 | 1 | 0.5% |
| 21.5 | 4 | |
| 21 | 5 | |
| 11.5 | 1 | 0.5% |
| 10.1 | 1 | 0.5% |
| 10 | 3 |
chevaux
Real number (ℝ)
| Distinct | 59 |
|---|---|
| Distinct (%) | 28.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.11707 |
| Minimum | 48 |
|---|---|
| Maximum | 288 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 70 |
| median | 95 |
| Q3 | 116 |
| 95-th percentile | 180.8 |
| Maximum | 288 |
| Range | 240 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 39.544167 |
|---|---|
| Coefficient of variation (CV) | 0.37980483 |
| Kurtosis | 2.6840062 |
| Mean | 104.11707 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 1.4053102 |
| Sum | 21344 |
| Variance | 1563.7411 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 68 | 19 | 9.3% |
| 70 | 11 | 5.4% |
| 69 | 10 | 4.9% |
| 116 | 9 | 4.4% |
| 110 | 8 | 3.9% |
| 95 | 7 | 3.4% |
| 114 | 6 | 2.9% |
| 160 | 6 | 2.9% |
| 101 | 6 | 2.9% |
| 62 | 6 | 2.9% |
| Other values (49) | 117 |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.5% |
| 52 | 2 | 1.0% |
| 55 | 1 | 0.5% |
| 56 | 2 | 1.0% |
| 58 | 1 | 0.5% |
| 60 | 1 | 0.5% |
| 62 | 6 | 2.9% |
| 64 | 1 | 0.5% |
| 68 | 19 | |
| 69 | 10 |
| Value | Count | Frequency (%) |
| 288 | 1 | 0.5% |
| 262 | 1 | 0.5% |
| 207 | 3 | |
| 200 | 1 | 0.5% |
| 184 | 2 | |
| 182 | 3 | |
| 176 | 2 | |
| 175 | 1 | 0.5% |
| 162 | 2 | |
| 161 | 2 |
tour_moteur
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5125.122 |
| Minimum | 4150 |
|---|---|
| Maximum | 6600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 4150 |
|---|---|
| 5-th percentile | 4250 |
| Q1 | 4800 |
| median | 5200 |
| Q3 | 5500 |
| 95-th percentile | 5980 |
| Maximum | 6600 |
| Range | 2450 |
| Interquartile range (IQR) | 700 |
Descriptive statistics
| Standard deviation | 476.98564 |
|---|---|
| Coefficient of variation (CV) | 0.093068155 |
| Kurtosis | 0.086755856 |
| Mean | 5125.122 |
| Median Absolute Deviation (MAD) | 300 |
| Skewness | 0.075158722 |
| Sum | 1050650 |
| Variance | 227515.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 5500 | 37 | |
| 4800 | 36 | |
| 5000 | 27 | |
| 5200 | 23 | |
| 5400 | 13 | 6.3% |
| 6000 | 9 | 4.4% |
| 4500 | 7 | 3.4% |
| 5800 | 7 | 3.4% |
| 5250 | 7 | 3.4% |
| 5100 | 5 | 2.4% |
| Other values (13) | 34 |
| Value | Count | Frequency (%) |
| 4150 | 5 | 2.4% |
| 4200 | 5 | 2.4% |
| 4250 | 3 | 1.5% |
| 4350 | 4 | 2.0% |
| 4400 | 3 | 1.5% |
| 4500 | 7 | 3.4% |
| 4650 | 1 | 0.5% |
| 4750 | 4 | 2.0% |
| 4800 | 36 | |
| 4900 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 6600 | 2 | 1.0% |
| 6000 | 9 | 4.4% |
| 5900 | 3 | 1.5% |
| 5800 | 7 | 3.4% |
| 5750 | 1 | 0.5% |
| 5600 | 1 | 0.5% |
| 5500 | 37 | |
| 5400 | 13 | 6.3% |
| 5300 | 1 | 0.5% |
| 5250 | 7 | 3.4% |
consommation_ville
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9584164 |
| Minimum | 4.8002041 |
|---|---|
| Maximum | 18.093077 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 4.8002041 |
|---|---|
| 5-th percentile | 6.357027 |
| Q1 | 7.8403333 |
| median | 9.8004167 |
| Q3 | 12.379474 |
| 95-th percentile | 14.700625 |
| Maximum | 18.093077 |
| Range | 13.292873 |
| Interquartile range (IQR) | 4.5391404 |
Descriptive statistics
| Standard deviation | 2.5754031 |
|---|---|
| Coefficient of variation (CV) | 0.25861573 |
| Kurtosis | -0.16972378 |
| Mean | 9.9584164 |
| Median Absolute Deviation (MAD) | 2.2129973 |
| Skewness | 0.56572572 |
| Sum | 2041.4754 |
| Variance | 6.6327011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 7.587419355 | 28 | |
| 12.37947368 | 27 | |
| 9.800416667 | 22 | |
| 8.711481481 | 14 | 6.8% |
| 13.83588235 | 13 | 6.3% |
| 9.046538462 | 12 | 5.9% |
| 10.22652174 | 12 | 5.9% |
| 11.20047619 | 8 | 3.9% |
| 9.4084 | 8 | 3.9% |
| 7.840333333 | 8 | 3.9% |
| Other values (19) | 53 |
| Value | Count | Frequency (%) |
| 4.800204082 | 1 | 0.5% |
| 5.004468085 | 1 | 0.5% |
| 5.226888889 | 1 | 0.5% |
| 6.189736842 | 7 | |
| 6.357027027 | 6 | |
| 6.533611111 | 1 | 0.5% |
| 6.720285714 | 1 | 0.5% |
| 6.917941176 | 1 | 0.5% |
| 7.127575758 | 1 | 0.5% |
| 7.3503125 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 18.09307692 | 1 | 0.5% |
| 16.80071429 | 2 | 1.0% |
| 15.68066667 | 3 | 1.5% |
| 14.700625 | 6 | 2.9% |
| 13.83588235 | 13 | |
| 13.06722222 | 3 | 1.5% |
| 12.37947368 | 27 | |
| 11.7605 | 3 | 1.5% |
| 11.20047619 | 8 | 3.9% |
| 10.69136364 | 4 | 2.0% |
consommation_autoroute
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0415271 |
| Minimum | 4.3557407 |
|---|---|
| Maximum | 14.700625 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 4.3557407 |
|---|---|
| 5-th percentile | 5.4960476 |
| Q1 | 6.9179412 |
| median | 7.8403333 |
| Q3 | 9.4084 |
| 95-th percentile | 10.691364 |
| Maximum | 14.700625 |
| Range | 10.344884 |
| Interquartile range (IQR) | 2.4904588 |
Descriptive statistics
| Standard deviation | 1.8514355 |
|---|---|
| Coefficient of variation (CV) | 0.23023431 |
| Kurtosis | 1.1464252 |
| Mean | 8.0415271 |
| Median Absolute Deviation (MAD) | 1.4833063 |
| Skewness | 0.82557301 |
| Sum | 1648.5131 |
| Variance | 3.4278133 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 9.4084 | 19 | 9.3% |
| 6.189736842 | 17 | 8.3% |
| 9.800416667 | 17 | 8.3% |
| 7.840333333 | 16 | 7.8% |
| 7.3503125 | 16 | 7.8% |
| 6.917941176 | 14 | 6.8% |
| 6.357027027 | 13 | 6.3% |
| 8.400357143 | 13 | 6.3% |
| 8.110689655 | 10 | 4.9% |
| 7.127575758 | 9 | 4.4% |
| Other values (20) | 61 |
| Value | Count | Frequency (%) |
| 4.355740741 | 1 | 0.5% |
| 4.437924528 | 1 | 0.5% |
| 4.7042 | 1 | 0.5% |
| 5.004468085 | 2 | 1.0% |
| 5.11326087 | 2 | 1.0% |
| 5.47 | 4 | 2.0% |
| 5.600238095 | 3 | 1.5% |
| 5.736829268 | 3 | 1.5% |
| 6.031025641 | 2 | 1.0% |
| 6.189736842 | 17 |
| Value | Count | Frequency (%) |
| 14.700625 | 2 | 1.0% |
| 13.83588235 | 1 | 0.5% |
| 13.06722222 | 2 | 1.0% |
| 12.37947368 | 2 | 1.0% |
| 11.7605 | 2 | 1.0% |
| 10.69136364 | 8 | |
| 10.22652174 | 7 | 3.4% |
| 9.800416667 | 17 | |
| 9.4084 | 19 | |
| 9.046538462 | 3 | 1.5% |
prix
Real number (ℝ)
| Distinct | 189 |
|---|---|
| Distinct (%) | 92.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13276.711 |
| Minimum | 5118 |
|---|---|
| Maximum | 45400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 5118 |
|---|---|
| 5-th percentile | 6197 |
| Q1 | 7788 |
| median | 10295 |
| Q3 | 16503 |
| 95-th percentile | 32472.4 |
| Maximum | 45400 |
| Range | 40282 |
| Interquartile range (IQR) | 8715 |
Descriptive statistics
| Standard deviation | 7988.8523 |
|---|---|
| Coefficient of variation (CV) | 0.60171925 |
| Kurtosis | 3.0516479 |
| Mean | 13276.711 |
| Median Absolute Deviation (MAD) | 3306 |
| Skewness | 1.7776782 |
| Sum | 2721725.7 |
| Variance | 63821762 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8921 | 2 | 1.0% |
| 9279 | 2 | 1.0% |
| 7898 | 2 | 1.0% |
| 8916.5 | 2 | 1.0% |
| 7775 | 2 | 1.0% |
| 8845 | 2 | 1.0% |
| 7295 | 2 | 1.0% |
| 7609 | 2 | 1.0% |
| 6692 | 2 | 1.0% |
| 6229 | 2 | 1.0% |
| Other values (179) | 185 |
| Value | Count | Frequency (%) |
| 5118 | 1 | |
| 5151 | 1 | |
| 5195 | 1 | |
| 5348 | 1 | |
| 5389 | 1 | |
| 5399 | 1 | |
| 5499 | 1 | |
| 5572 | 2 | |
| 6095 | 1 | |
| 6189 | 1 |
| Value | Count | Frequency (%) |
| 45400 | 1 | |
| 41315 | 1 | |
| 40960 | 1 | |
| 37028 | 1 | |
| 36880 | 1 | |
| 36000 | 1 | |
| 35550 | 1 | |
| 35056 | 1 | |
| 34184 | 1 | |
| 34028 | 1 |
| etat_de_route | empattement | longueur_voiture | largeur_voiture | hauteur_voiture | poids_vehicule | taille_moteur | taux_alésage | course | taux_compression | chevaux | tour_moteur | consommation_ville | consommation_autoroute | prix | marque_de_voiture | carburant | turbo | nombre_portes | type_vehicule | transmission | emplacement_moteur | type_moteur | nombre_cylindres | systeme_carburant | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| etat_de_route | 1.000 | -0.538 | -0.396 | -0.254 | -0.523 | -0.256 | -0.177 | -0.170 | -0.019 | 0.023 | -0.010 | 0.282 | 0.018 | -0.053 | -0.145 | 0.443 | 0.217 | 0.185 | 0.684 | 0.334 | 0.266 | 0.272 | 0.222 | 0.160 | 0.266 |
| empattement | -0.538 | 1.000 | 0.912 | 0.812 | 0.633 | 0.765 | 0.648 | 0.537 | 0.227 | -0.126 | 0.505 | -0.312 | 0.493 | 0.539 | 0.682 | 0.507 | 0.341 | 0.310 | 0.445 | 0.334 | 0.417 | 0.568 | 0.353 | 0.316 | 0.226 |
| longueur_voiture | -0.396 | 0.912 | 1.000 | 0.888 | 0.525 | 0.890 | 0.783 | 0.639 | 0.187 | -0.193 | 0.661 | -0.269 | 0.670 | 0.698 | 0.804 | 0.500 | 0.110 | 0.207 | 0.365 | 0.241 | 0.409 | 0.000 | 0.317 | 0.356 | 0.326 |
| largeur_voiture | -0.254 | 0.812 | 0.888 | 1.000 | 0.350 | 0.864 | 0.771 | 0.610 | 0.240 | -0.146 | 0.689 | -0.199 | 0.688 | 0.701 | 0.811 | 0.527 | 0.233 | 0.301 | 0.305 | 0.128 | 0.403 | 0.160 | 0.369 | 0.567 | 0.246 |
| hauteur_voiture | -0.523 | 0.633 | 0.525 | 0.350 | 1.000 | 0.346 | 0.200 | 0.216 | -0.018 | 0.000 | 0.011 | -0.296 | 0.069 | 0.133 | 0.243 | 0.487 | 0.277 | 0.249 | 0.538 | 0.490 | 0.364 | 0.251 | 0.386 | 0.349 | 0.298 |
| poids_vehicule | -0.256 | 0.765 | 0.890 | 0.864 | 0.346 | 1.000 | 0.878 | 0.702 | 0.163 | -0.219 | 0.808 | -0.236 | 0.813 | 0.834 | 0.909 | 0.494 | 0.305 | 0.375 | 0.274 | 0.230 | 0.456 | 0.100 | 0.327 | 0.482 | 0.292 |
| taille_moteur | -0.177 | 0.648 | 0.783 | 0.771 | 0.200 | 0.878 | 1.000 | 0.701 | 0.292 | -0.235 | 0.817 | -0.273 | 0.730 | 0.721 | 0.826 | 0.533 | 0.157 | 0.271 | 0.207 | 0.202 | 0.469 | 0.619 | 0.527 | 0.642 | 0.333 |
| taux_alésage | -0.170 | 0.537 | 0.639 | 0.610 | 0.216 | 0.702 | 0.701 | 1.000 | -0.083 | -0.160 | 0.639 | -0.298 | 0.609 | 0.615 | 0.644 | 0.519 | 0.174 | 0.347 | 0.123 | 0.126 | 0.449 | 0.347 | 0.393 | 0.343 | 0.339 |
| course | -0.019 | 0.227 | 0.187 | 0.240 | -0.018 | 0.163 | 0.292 | -0.083 | 1.000 | -0.070 | 0.130 | -0.074 | 0.030 | 0.030 | 0.111 | 0.580 | 0.375 | 0.269 | 0.125 | 0.149 | 0.342 | 0.615 | 0.405 | 0.239 | 0.303 |
| taux_compression | 0.023 | -0.126 | -0.193 | -0.146 | 0.000 | -0.219 | -0.235 | -0.160 | -0.070 | 1.000 | -0.353 | -0.022 | -0.479 | -0.445 | -0.174 | 0.493 | 0.993 | 0.554 | 0.186 | 0.048 | 0.114 | 0.000 | 0.338 | 0.521 | 0.518 |
| chevaux | -0.010 | 0.505 | 0.661 | 0.689 | 0.011 | 0.808 | 0.817 | 0.639 | 0.130 | -0.353 | 1.000 | 0.113 | 0.911 | 0.886 | 0.855 | 0.457 | 0.219 | 0.343 | 0.171 | 0.189 | 0.402 | 0.843 | 0.514 | 0.564 | 0.317 |
| tour_moteur | 0.282 | -0.312 | -0.269 | -0.199 | -0.296 | -0.236 | -0.273 | -0.298 | -0.074 | -0.022 | 0.113 | 1.000 | 0.131 | 0.057 | -0.066 | 0.470 | 0.594 | 0.311 | 0.244 | 0.074 | 0.242 | 0.448 | 0.359 | 0.283 | 0.363 |
| consommation_ville | 0.018 | 0.493 | 0.670 | 0.688 | 0.069 | 0.813 | 0.730 | 0.609 | 0.030 | -0.479 | 0.911 | 0.131 | 1.000 | 0.968 | 0.829 | 0.400 | 0.299 | 0.191 | 0.107 | 0.081 | 0.389 | 0.363 | 0.334 | 0.498 | 0.316 |
| consommation_autoroute | -0.053 | 0.539 | 0.698 | 0.701 | 0.133 | 0.834 | 0.721 | 0.615 | 0.030 | -0.445 | 0.886 | 0.057 | 0.968 | 1.000 | 0.823 | 0.379 | 0.361 | 0.302 | 0.154 | 0.179 | 0.437 | 0.233 | 0.342 | 0.515 | 0.336 |
| prix | -0.145 | 0.682 | 0.804 | 0.811 | 0.243 | 0.909 | 0.826 | 0.644 | 0.111 | -0.174 | 0.855 | -0.066 | 0.829 | 0.823 | 1.000 | 0.381 | 0.338 | 0.407 | 0.000 | 0.229 | 0.451 | 0.451 | 0.288 | 0.429 | 0.290 |
| marque_de_voiture | 0.443 | 0.507 | 0.500 | 0.527 | 0.487 | 0.494 | 0.533 | 0.519 | 0.580 | 0.493 | 0.457 | 0.470 | 0.400 | 0.379 | 0.381 | 1.000 | 0.370 | 0.410 | 0.298 | 0.317 | 0.603 | 0.703 | 0.629 | 0.544 | 0.510 |
| carburant | 0.217 | 0.341 | 0.110 | 0.233 | 0.277 | 0.305 | 0.157 | 0.174 | 0.375 | 0.993 | 0.219 | 0.594 | 0.299 | 0.361 | 0.338 | 0.370 | 1.000 | 0.374 | 0.161 | 0.173 | 0.088 | 0.000 | 0.250 | 0.155 | 0.985 |
| turbo | 0.185 | 0.310 | 0.207 | 0.301 | 0.249 | 0.375 | 0.271 | 0.347 | 0.269 | 0.554 | 0.343 | 0.311 | 0.191 | 0.302 | 0.407 | 0.410 | 0.374 | 1.000 | 0.000 | 0.000 | 0.118 | 0.000 | 0.150 | 0.196 | 0.610 |
| nombre_portes | 0.684 | 0.445 | 0.365 | 0.305 | 0.538 | 0.274 | 0.207 | 0.123 | 0.125 | 0.186 | 0.171 | 0.244 | 0.107 | 0.154 | 0.000 | 0.298 | 0.161 | 0.000 | 1.000 | 0.741 | 0.050 | 0.067 | 0.200 | 0.134 | 0.245 |
| type_vehicule | 0.334 | 0.334 | 0.241 | 0.128 | 0.490 | 0.230 | 0.202 | 0.126 | 0.149 | 0.048 | 0.189 | 0.074 | 0.081 | 0.179 | 0.229 | 0.317 | 0.173 | 0.000 | 0.741 | 1.000 | 0.214 | 0.438 | 0.132 | 0.068 | 0.144 |
| transmission | 0.266 | 0.417 | 0.409 | 0.403 | 0.364 | 0.456 | 0.469 | 0.449 | 0.342 | 0.114 | 0.402 | 0.242 | 0.389 | 0.437 | 0.451 | 0.603 | 0.088 | 0.118 | 0.050 | 0.214 | 1.000 | 0.124 | 0.425 | 0.336 | 0.387 |
| emplacement_moteur | 0.272 | 0.568 | 0.000 | 0.160 | 0.251 | 0.100 | 0.619 | 0.347 | 0.615 | 0.000 | 0.843 | 0.448 | 0.363 | 0.233 | 0.451 | 0.703 | 0.000 | 0.000 | 0.067 | 0.438 | 0.124 | 1.000 | 0.399 | 0.288 | 0.000 |
| type_moteur | 0.222 | 0.353 | 0.317 | 0.369 | 0.386 | 0.327 | 0.527 | 0.393 | 0.405 | 0.338 | 0.514 | 0.359 | 0.334 | 0.342 | 0.288 | 0.629 | 0.250 | 0.150 | 0.200 | 0.132 | 0.425 | 0.399 | 1.000 | 0.546 | 0.377 |
| nombre_cylindres | 0.160 | 0.316 | 0.356 | 0.567 | 0.349 | 0.482 | 0.642 | 0.343 | 0.239 | 0.521 | 0.564 | 0.283 | 0.498 | 0.515 | 0.429 | 0.544 | 0.155 | 0.196 | 0.134 | 0.068 | 0.336 | 0.288 | 0.546 | 1.000 | 0.373 |
| systeme_carburant | 0.266 | 0.226 | 0.326 | 0.246 | 0.298 | 0.292 | 0.333 | 0.339 | 0.303 | 0.518 | 0.317 | 0.363 | 0.316 | 0.336 | 0.290 | 0.510 | 0.985 | 0.610 | 0.245 | 0.144 | 0.387 | 0.000 | 0.377 | 0.373 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| etat_de_route | marque_de_voiture | carburant | turbo | nombre_portes | type_vehicule | transmission | emplacement_moteur | empattement | longueur_voiture | largeur_voiture | hauteur_voiture | poids_vehicule | type_moteur | nombre_cylindres | taille_moteur | systeme_carburant | taux_alésage | course | taux_compression | chevaux | tour_moteur | consommation_ville | consommation_autoroute | prix | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | alfa-romero | gas | std | two | convertible | rwd | front | 225.044 | 428.752 | 162.814 | 123.952 | 1155.752416 | dohc | four | 2130.318320 | mpfi | 88.138 | 68.072 | 9.0 | 111 | 5000 | 11.200476 | 8.711481 | 13495.000 |
| 1 | 3 | alfa-romero | gas | std | two | convertible | rwd | front | 225.044 | 428.752 | 162.814 | 123.952 | 1155.752416 | dohc | four | 2130.318320 | mpfi | 88.138 | 68.072 | 9.0 | 111 | 5000 | 11.200476 | 8.711481 | 16500.000 |
| 2 | 1 | alfa-romero | gas | std | two | hatchback | rwd | front | 240.030 | 434.848 | 166.370 | 133.096 | 1280.490216 | ohcv | six | 2490.833728 | mpfi | 68.072 | 88.138 | 9.0 | 154 | 5000 | 12.379474 | 9.046538 | 16500.000 |
| 3 | 2 | audi | gas | std | four | sedan | fwd | front | 253.492 | 448.564 | 168.148 | 137.922 | 1060.044504 | ohc | four | 1786.189976 | mpfi | 81.026 | 86.360 | 10.0 | 102 | 5500 | 9.800417 | 7.840333 | 13950.000 |
| 4 | 2 | audi | gas | std | four | sedan | 4wd | front | 252.476 | 448.564 | 168.656 | 137.922 | 1280.943808 | ohc | five | 2228.640704 | mpfi | 81.026 | 86.360 | 8.0 | 115 | 5500 | 13.067222 | 10.691364 | 17450.000 |
| 5 | 2 | audi | gas | std | two | sedan | fwd | front | 253.492 | 450.342 | 168.402 | 134.874 | 1137.155144 | ohc | five | 2228.640704 | mpfi | 81.026 | 86.360 | 8.5 | 110 | 5500 | 12.379474 | 9.408400 | 15250.000 |
| 6 | 1 | audi | gas | std | four | sedan | fwd | front | 268.732 | 489.458 | 181.356 | 141.478 | 1290.015648 | ohc | five | 2228.640704 | mpfi | 81.026 | 86.360 | 8.5 | 110 | 5500 | 12.379474 | 9.408400 | 17710.000 |
| 7 | 1 | audi | gas | std | four | wagon | fwd | front | 268.732 | 489.458 | 181.356 | 141.478 | 1339.910768 | ohc | five | 2228.640704 | mpfi | 81.026 | 86.360 | 8.5 | 110 | 5500 | 12.379474 | 9.408400 | 18920.000 |
| 8 | 1 | audi | gas | turbo | four | sedan | fwd | front | 268.732 | 489.458 | 181.356 | 141.986 | 1399.784912 | ohc | five | 2146.705384 | mpfi | 79.502 | 86.360 | 8.3 | 140 | 5500 | 13.835882 | 11.760500 | 23875.000 |
| 9 | 0 | audi | gas | turbo | two | hatchback | 4wd | front | 252.730 | 452.628 | 172.466 | 132.080 | 1384.816376 | ohc | five | 2146.705384 | mpfi | 79.502 | 86.360 | 7.0 | 160 | 5500 | 14.700625 | 10.691364 | 17859.167 |
| etat_de_route | marque_de_voiture | carburant | turbo | nombre_portes | type_vehicule | transmission | emplacement_moteur | empattement | longueur_voiture | largeur_voiture | hauteur_voiture | poids_vehicule | type_moteur | nombre_cylindres | taille_moteur | systeme_carburant | taux_alésage | course | taux_compression | chevaux | tour_moteur | consommation_ville | consommation_autoroute | prix | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 195 | -1 | volvo | gas | std | four | wagon | rwd | front | 264.922 | 479.552 | 170.688 | 146.050 | 1376.198128 | ohc | four | 2310.576024 | mpfi | 96.012 | 80.010 | 9.5 | 114 | 5400 | 10.226522 | 8.400357 | 13415.0 |
| 196 | -2 | volvo | gas | std | four | sedan | rwd | front | 264.922 | 479.552 | 170.688 | 142.748 | 1331.292520 | ohc | four | 2310.576024 | mpfi | 96.012 | 80.010 | 9.5 | 114 | 5400 | 9.800417 | 8.400357 | 15985.0 |
| 197 | -1 | volvo | gas | std | four | wagon | rwd | front | 264.922 | 479.552 | 170.688 | 146.050 | 1379.826864 | ohc | four | 2310.576024 | mpfi | 96.012 | 80.010 | 9.5 | 114 | 5400 | 9.800417 | 8.400357 | 16515.0 |
| 198 | -2 | volvo | gas | turbo | four | sedan | rwd | front | 264.922 | 479.552 | 170.688 | 142.748 | 1381.187640 | ohc | four | 2130.318320 | mpfi | 91.948 | 80.010 | 7.5 | 162 | 5100 | 13.835882 | 10.691364 | 18420.0 |
| 199 | -1 | volvo | gas | turbo | four | wagon | rwd | front | 264.922 | 479.552 | 170.688 | 146.050 | 1431.989944 | ohc | four | 2130.318320 | mpfi | 91.948 | 80.010 | 7.5 | 162 | 5100 | 13.835882 | 10.691364 | 18950.0 |
| 200 | -1 | volvo | gas | std | four | sedan | rwd | front | 277.114 | 479.552 | 175.006 | 140.970 | 1339.003584 | ohc | four | 2310.576024 | mpfi | 96.012 | 80.010 | 9.5 | 114 | 5400 | 10.226522 | 8.400357 | 16845.0 |
| 201 | -1 | volvo | gas | turbo | four | sedan | rwd | front | 277.114 | 479.552 | 174.752 | 140.970 | 1383.002008 | ohc | four | 2310.576024 | mpfi | 96.012 | 80.010 | 8.7 | 160 | 5300 | 12.379474 | 9.408400 | 19045.0 |
| 202 | -1 | volvo | gas | std | four | sedan | rwd | front | 277.114 | 479.552 | 175.006 | 140.970 | 1366.219104 | ohcv | six | 2834.962072 | mpfi | 90.932 | 72.898 | 8.8 | 134 | 5500 | 13.067222 | 10.226522 | 21485.0 |
| 203 | -1 | volvo | diesel | turbo | four | sedan | rwd | front | 277.114 | 479.552 | 175.006 | 140.970 | 1459.205464 | ohc | six | 2376.124280 | idi | 76.454 | 86.360 | 23.0 | 106 | 4800 | 9.046538 | 8.711481 | 22470.0 |
| 204 | -1 | volvo | gas | turbo | four | sedan | rwd | front | 277.114 | 479.552 | 175.006 | 140.970 | 1388.898704 | ohc | four | 2310.576024 | mpfi | 96.012 | 80.010 | 9.5 | 114 | 5400 | 12.379474 | 9.408400 | 22625.0 |